A New Technique for Edge Detection of Chromosome G-BAND Images for Segmentation

Part of the Studies in Computational Intelligence book series (SCI, volume 551)

Abstract

Chromosome edge detection of G-band type images are an important for segmentation. Generally, the chromosome G-band images consisted of the noise, lack of contrast and hole in the images. The chromosome edge can mislead of the edge detection method, particularly the chromosome overlaps and the chromosome touches. It’s difficult a clear edge of the chromosome edge images. The edge detection method is difficult when the noise appear. This paper proposed approach the chromosome edge detection in the chromosome segmentation system. The chromosome edge detection method applied the FloodFill, Erosion and Canny based on the chromosome G-band images. The experimental results give the best performance for chromosome segmentation system. A success rate of proposed method achieved 98.43%.

Keywords

Edge Detection Chromosome Chromosome Analysis Karyotype Chromosome G-band 

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Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  1. 1.Department of Computer Science, Faculty of ScienceKhon Kaen UniversityKhon KaenThailand

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